https://github.com/ozgen/recipe-postagger

recipe part of speech tagger
https://github.com/ozgen/recipe-postagger

crf keras-tensorflow lstm nlp nlp-machine-learning python2 rnn word2vec

Last synced: 6 months ago
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recipe part of speech tagger

• Host: GitHub
• URL: https://github.com/ozgen/recipe-postagger
• Owner: ozgen
• Created: 2017-03-20T21:51:57.000Z (about 9 years ago)
• Default Branch: master
• Last Pushed: 2019-07-17T18:24:24.000Z (over 6 years ago)
• Last Synced: 2025-01-04T16:19:38.137Z (about 1 year ago)
• Topics: crf, keras-tensorflow, lstm, nlp, nlp-machine-learning, python2, rnn, word2vec
• Language: Python
• Homepage:
• Size: 162 MB
• Stars: 0
• Watchers: 4
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# README #

This README would normally document whatever steps are necessary to get your application up and running.

### What is this repository for? ###

This project is built for the Thesis Project Research in Hacettepe University

Version 1.0

* Quick summary

* Version 1.0

### How do I get set up? ###

* Summary of set up

* Configuration

* Dependencies

* Database configuration

* How to run tests

* Deployment instructions

### Contribution guidelines ###

* Writing tests

* Code review

* Other guidelines

## Development

On OSX:

    brew install crf++

    python setup.py install

    

  More information about

  CRFs can be found [here][crf_tut] and [here][nytimes].

### Who do I talk to? ###

* Repo owner or admin

* Other community or team contact

### Example Graph ###

latest results:

![alt tag](https://github.com/ozgen/RecipePostagger/blob/master/results/paper3/hot-chicken-salad.png)

### DataSet Tagger WebSite 

The algorithm works on 28 tagged recipes which are from Kiddon. Its accuracy proportion is % 76,9713529622 

    

## Authors

* [Mehmet ÖZGEN][mo]

* [İbrahim ARDIÇ][ia]

[crf_tut]:  http://people.cs.umass.edu/~mccallum/papers/crf-tutorial.pdf

[nytimes]: https://github.com/NYTimes/ingredient-phrase-tagger

[recipePosMean]: https://github.com/ozgen/recipePostaggerMEAN

[web]: http://104.236.30.39:3000

[ia]: https://github.com/ardicib

[mo]: mailto:ozgenmehmett@gmail.com